# GENE SYMBOL DESC LIST LOC S2N RES CORE_ENRICHMENT 1 NUP107 NUP107 NUP107 3430 0.128 -0.164 YES 2 SNRPE SNRPE SNRPE 3988 0.109 -0.175 YES 3 SNRNP200 SNRNP200 SNRNP200 4332 0.0985 -0.177 YES 4 UPF3B UPF3B UPF3B 4371 0.0976 -0.162 YES 5 NUP133 NUP133 NUP133 4381 0.0973 -0.146 YES 6 NUP43 NUP43 NUP43 4695 0.0897 -0.147 YES 7 SNRPF SNRPF SNRPF 4723 0.0889 -0.133 YES 8 AAAS AAAS AAAS 4972 0.0836 -0.132 YES 9 NUP155 NUP155 NUP155 4974 0.0835 -0.117 YES 10 TPR TPR TPR 5085 0.0812 -0.109 YES 11 CPSF3 CPSF3 CPSF3 5498 0.0729 -0.119 YES 12 RANBP2 RANBP2 RANBP2 5518 0.0723 -0.108 YES 13 HNRNPA1 HNRNPA1 HNRNPA1 5629 0.0702 -0.101 YES 14 POLR2A POLR2A POLR2A 5635 0.0701 -0.0894 YES 15 CDC40 CDC40 CDC40 5672 0.0694 -0.0793 YES 16 ZNF473 ZNF473 ZNF473 5704 0.0689 -0.069 YES 17 ERCC3 ERCC3 ERCC3 5742 0.0682 -0.0592 YES 18 RBM8A RBM8A RBM8A 5743 0.0682 -0.0474 YES 19 DHX9 DHX9 DHX9 5764 0.0678 -0.0367 YES 20 RNMT RNMT RNMT 5783 0.0675 -0.0259 YES 21 NUP153 NUP153 NUP153 5845 0.0664 -0.0177 YES 22 RAE1 RAE1 RAE1 5918 0.0651 -0.0103 YES 23 POLR2I POLR2I POLR2I 5933 0.0648 0.00018 YES 24 FUS FUS FUS 6006 0.0635 0.0073 YES 25 RNPS1 RNPS1 RNPS1 6115 0.0614 0.0121 YES 26 POLR2D POLR2D POLR2D 6214 0.06 0.0172 YES 27 SNRPG SNRPG SNRPG 6311 0.0585 0.0222 YES 28 SF3B1 SF3B1 SF3B1 6367 0.0576 0.0292 YES 29 SNRPB SNRPB SNRPB 6443 0.0568 0.035 YES 30 POM121 POM121 POM121 6455 0.0566 0.0442 YES 31 SUPT5H SUPT5H SUPT5H 6456 0.0566 0.0541 YES 32 RBMX RBMX RBMX 6501 0.056 0.0614 YES 33 SRRM1 SRRM1 SRRM1 6529 0.0557 0.0696 YES 34 SF3B3 SF3B3 SF3B3 6552 0.0553 0.078 YES 35 RNGTT RNGTT RNGTT 6559 0.0552 0.0873 YES 36 PCBP2 PCBP2 PCBP2 6655 0.0539 0.0915 YES 37 NUP35 NUP35 NUP35 6865 0.051 0.089 YES 38 HNRNPU HNRNPU HNRNPU 6899 0.0504 0.0959 YES 39 PRPF8 PRPF8 PRPF8 6916 0.0502 0.104 YES 40 SNRPD1 SNRPD1 SNRPD1 6921 0.0501 0.112 YES 41 HNRNPR HNRNPR HNRNPR 7013 0.0487 0.116 YES 42 RBM5 RBM5 RBM5 7140 0.0469 0.117 YES 43 NUPL2 NUPL2 NUPL2 7148 0.0468 0.125 YES 44 CCAR1 CCAR1 CCAR1 7183 0.0464 0.131 YES 45 CDK7 CDK7 CDK7 7208 0.0461 0.138 YES 46 HNRNPA2B1 HNRNPA2B1 HNRNPA2B1 7212 0.0461 0.146 YES 47 SNRNP40 SNRNP40 SNRNP40 7252 0.0456 0.151 YES 48 HNRNPD HNRNPD HNRNPD 7270 0.0453 0.158 YES 49 NUP37 NUP37 NUP37 7282 0.0451 0.166 YES 50 HNRNPA3 HNRNPA3 HNRNPA3 7285 0.0451 0.173 YES 51 SNRPB2 SNRPB2 SNRPB2 7291 0.0451 0.181 YES 52 GTF2H3 GTF2H3 GTF2H3 7313 0.0447 0.188 YES 53 METTL3 METTL3 METTL3 7326 0.0445 0.195 YES 54 SF3A3 SF3A3 SF3A3 7367 0.0438 0.2 YES 55 SF3B14 SF3B14 SF3B14 7368 0.0438 0.208 YES 56 NUP88 NUP88 NUP88 7381 0.0437 0.215 YES 57 MAGOH MAGOH MAGOH 7414 0.0432 0.22 YES 58 PABPN1 PABPN1 PABPN1 7450 0.0426 0.226 YES 59 EFTUD2 EFTUD2 EFTUD2 7460 0.0425 0.233 YES 60 HNRNPUL1 HNRNPUL1 HNRNPUL1 7467 0.0424 0.24 YES 61 NUDT21 NUDT21 NUDT21 7515 0.042 0.244 YES 62 POLR2C POLR2C POLR2C 7578 0.041 0.248 YES 63 LSM2 LSM2 LSM2 7584 0.041 0.255 YES 64 HNRNPM HNRNPM HNRNPM 7596 0.0409 0.262 YES 65 NCBP2 NCBP2 NCBP2 7606 0.0406 0.268 YES 66 DDX23 DDX23 DDX23 7620 0.0404 0.274 YES 67 HNRNPA0 HNRNPA0 HNRNPA0 7642 0.04 0.28 YES 68 CSTF1 CSTF1 CSTF1 7705 0.0393 0.284 YES 69 NUP210 NUP210 NUP210 7707 0.0393 0.291 YES 70 MNAT1 MNAT1 MNAT1 7717 0.0392 0.297 YES 71 DHX38 DHX38 DHX38 7742 0.0388 0.302 YES 72 HNRNPH1 HNRNPH1 HNRNPH1 7758 0.0386 0.308 YES 73 NUP188 NUP188 NUP188 7771 0.0384 0.314 YES 74 GTF2F2 GTF2F2 GTF2F2 7823 0.0378 0.318 YES 75 GTF2H4 GTF2H4 GTF2H4 7843 0.0376 0.323 YES 76 SNRPA SNRPA SNRPA 7945 0.0362 0.324 YES 77 HNRNPL HNRNPL HNRNPL 8013 0.0354 0.327 YES 78 NUP93 NUP93 NUP93 8156 0.0338 0.325 YES 79 HNRNPC HNRNPC HNRNPC 8353 0.0316 0.32 YES 80 CLP1 CLP1 CLP1 8407 0.031 0.322 YES 81 SMC1A SMC1A SMC1A 8537 0.0294 0.32 YES 82 PRPF6 PRPF6 PRPF6 8588 0.0288 0.323 YES 83 SEH1L SEH1L SEH1L 8641 0.028 0.325 YES 84 POLR2J POLR2J POLR2J 8722 0.027 0.325 YES 85 SF3B4 SF3B4 SF3B4 8871 0.0252 0.321 YES 86 NUPL1 NUPL1 NUPL1 8939 0.0246 0.322 YES 87 CPSF7 CPSF7 CPSF7 8950 0.0244 0.326 YES 88 DNAJC8 DNAJC8 DNAJC8 9081 0.0227 0.323 YES 89 CD2BP2 CD2BP2 CD2BP2 9096 0.0225 0.326 YES 90 NUP205 NUP205 NUP205 9104 0.0224 0.329 YES 91 SNRPD2 SNRPD2 SNRPD2 9106 0.0224 0.333 YES 92 GTF2H2B GTF2H2B GTF2H2B 9128 0.0221 0.336 YES 93 NUP214 NUP214 NUP214 9132 0.022 0.34 YES 94 SF3B5 SF3B5 SF3B5 9230 0.0208 0.338 NO 95 U2AF1 U2AF1 U2AF1 9319 0.0195 0.336 NO 96 CSTF3 CSTF3 CSTF3 9417 0.0181 0.334 NO 97 SLBP SLBP SLBP 9484 0.0172 0.334 NO 98 HNRNPK HNRNPK HNRNPK 9489 0.0171 0.337 NO 99 U2AF2 U2AF2 U2AF2 9568 0.0161 0.335 NO 100 SF3B2 SF3B2 SF3B2 9606 0.0156 0.336 NO 101 NUP54 NUP54 NUP54 9743 0.014 0.331 NO 102 SF3A2 SF3A2 SF3A2 9943 0.0114 0.322 NO 103 NXF1 NXF1 NXF1 9957 0.0113 0.323 NO 104 EIF4E EIF4E EIF4E 9991 0.0109 0.323 NO 105 CSTF2 CSTF2 CSTF2 10040 0.0103 0.323 NO 106 PTBP1 PTBP1 PTBP1 10132 0.00917 0.319 NO 107 PRPF4 PRPF4 PRPF4 10186 0.00852 0.318 NO 108 PCBP1 PCBP1 PCBP1 10262 0.00764 0.315 NO 109 NCBP1 NCBP1 NCBP1 10306 0.00709 0.314 NO 110 SF3A1 SF3A1 SF3A1 10314 0.007 0.315 NO 111 THOC4 THOC4 THOC4 10339 0.00659 0.315 NO 112 POLR2H POLR2H POLR2H 10357 0.00628 0.315 NO 113 TXNL4A TXNL4A TXNL4A 10402 0.00579 0.313 NO 114 PAPOLA PAPOLA PAPOLA 10416 0.00566 0.314 NO 115 GTF2F1 GTF2F1 GTF2F1 10488 0.00467 0.311 NO 116 POLR2B POLR2B POLR2B 10580 0.00346 0.306 NO 117 YBX1 YBX1 YBX1 10746 0.00105 0.298 NO 118 SNRNP70 SNRNP70 SNRNP70 10785 0.000542 0.296 NO 119 ERCC2 ERCC2 ERCC2 10790 0.000483 0.295 NO 120 NUP50 NUP50 NUP50 10809 0.000265 0.294 NO 121 CPSF2 CPSF2 CPSF2 11011 -0.00242 0.284 NO 122 ADAR ADAR ADAR 11351 -0.00694 0.267 NO 123 GTF2H1 GTF2H1 GTF2H1 11455 -0.00844 0.263 NO 124 NFX1 NFX1 NFX1 11986 -0.0163 0.237 NO 125 SNRPD3 SNRPD3 SNRPD3 11993 -0.0163 0.239 NO 126 SNRPA1 SNRPA1 SNRPA1 11994 -0.0163 0.242 NO 127 POLR2F POLR2F POLR2F 12058 -0.0173 0.242 NO 128 NUP62 NUP62 NUP62 12092 -0.0176 0.243 NO 129 HNRNPH2 HNRNPH2 HNRNPH2 12202 -0.0192 0.24 NO 130 POLR2E POLR2E POLR2E 12259 -0.02 0.241 NO 131 POLR2G POLR2G POLR2G 12345 -0.0214 0.24 NO 132 NUP85 NUP85 NUP85 12468 -0.0233 0.237 NO 133 LSM10 LSM10 LSM10 12555 -0.0245 0.237 NO 134 HNRNPF HNRNPF HNRNPF 12637 -0.0257 0.237 NO 135 CCNH CCNH CCNH 12688 -0.0267 0.239 NO 136 PCF11 PCF11 PCF11 12724 -0.0273 0.242 NO 137 NHP2L1 NHP2L1 NHP2L1 12798 -0.0287 0.243 NO 138 CPSF1 CPSF1 CPSF1 12987 -0.0319 0.238 NO 139 PHF5A PHF5A PHF5A 13048 -0.0331 0.241 NO 140 LSM11 LSM11 LSM11 13353 -0.0393 0.231 NO 141 POLR2L POLR2L POLR2L 13413 -0.0405 0.235 NO 142 GTF2H2 GTF2H2 GTF2H2 14343 -0.0618 0.195 NO 143 ADARB1 ADARB1 ADARB1 15363 -0.0949 0.156 NO 144 POLR2K POLR2K POLR2K 15496 -0.101 0.167 NO